Classification of Climate-Active Gas Emission Sources Based on Satellite Data Using Machine Learning Methods
2026
Bondur, V. G., Feoktistova, N. V., Voronova, O. S.
Fire Occurrence, Land Surface Temperature , THERMAL ANOMALIES
Climate and Vegetation Dominate Lake Eutrophication in the Inner MongoliaXinjiang Plateau (20002024)
2026
Zhang, Yuzheng, Cao, Feifei, Rong, Yuping, Wen, Linglong, Su, Wei, Wu, Jianjun, Yin, Yaling, Zi, Zhilin, Liu, Shasha, Liu, Leizhen
Photosynthesis, Primary Production, Vegetation Productivity
Climate Change Sensitivity and Regional Differences of the Upper Limit of Montane Deciduous BroadLeaved Forests Across the Northern Hemisphere
2026
Li, Youheng, Han, Fang, Li, Chuanrong, Li, Kun, Li, Xiaoyong, Lv, Yan, Xu, Xiaolong, Zhao, Junxin, Lei, Ziqiang
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Climate risks of global deployed solar photovoltaic systems
2026
Zhang, Deshuai, Ding, Ying, Ouyang, Zhuolin, Li, Yanjun, Baqais, Amal, Wang, Peng, Zhang, Haicheng
Land Use/Land Cover Classification
Climate, carbon, and soil stability: a key link in coffee-growing landscapes of the Peruvian Amazon
2026
Romero-Chavez, Lorena Estefani, Hermoza Ayme, Nilton A., Chuchon-Remon, Rodolfo, Aldava-Pardave, Uriel, Arroyo-Isuiza, Rosa K., Solorzano Acosta, Richard, Vallejos-Torres, Geomar
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Climate-dominated, LUCC-enhanced waterecosystem responses in the humid temperate Tumen River basin
2026
Wang, Haiqing, Su, Mengqi, Qi, Peng, Li, Guangyin, Zou, Yuanchun
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Snow Water Equivalent , Runoff , Land Use/Land Cover Classification , Terrestrial Water Storage, Ground Water , Glacier Mass Balance/Ice Sheet Mass Balance
Climate-driven changes in zoonotic risk of arenaviral hemorrhagic fevers in South America
2026
Kulkarni, Pranav S., Flores-Perez, Nuri Y., Jian, Andie H., Bird, Brian H., Johnson, Christine K., Uhart, Marcela, Pandit, Pranav S.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Climate-Driven Tree Mortality Alters the Timing and Magnitude of Forest
2026
Yang, Linqing, Anderegg, William R. L.
Photosynthesis, Primary Production, Vegetation Productivity
Climate-induced shifts and lengthening of growing seasons across Pakistan's major vegetation types
2026
Hanan, Muhammad Shah, Abbas, Sawaid
Land Use/Land Cover Classification
Climatic controls on vegetation trends and variability in Southeast Asia over the recent two decades
2026
Zhang, Weirong, Jiao, Yue, Zhang, Zijia, Luo, Hongxia, Feng, Junna, Hao, Shuai, Hu, Zhongmin, Jin, Chuan
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Attributing 20192024 methane growth using TROPOMI satellite observations
2026
He, Megan, Jacob, Daniel J., Estrada, Lucas A., Varon, Daniel J., Sulprizio, Melissa, Balasus, Nicholas, East, James D., Penn, Elise, Pendergrass, Drew C., Chen, Zichong, Mooring, Todd A., Maasakkers, Joannes D., Brodrick, Philip G., Frankenberg, Christian, Bowman, Kevin W., Bruhwiler, Lori
METHANE FLUX
Automated Machine Learning for High-Resolution Daily and Hourly Methane Emission Mapping for Rice Paddies over South Korea: Integrating MODIS, ERA5-Land, and Soil Data
2026
Jang, Jiah, Kim, Seung Hee, Kafatos, Menas, Cho, Jaeil, Yoo, Gayoung, Jeong, Sujong, Lee, Yangwon
Reflectance
Beyond Flat Classifiers: Practical methodologies for regionally accurate and relevant land use and land cover classification using Landsat and Sentinel data
2026
Bansal, Chahat, Nandi, Ananjan, Ramachandran, Balakumaran, Dsouza, Craig, Mittal, Divyansh, Bajaj, Eashan, Kumar, Raman, Sachdeva, Sachit, Vishnubhatla, Saketh, Agarwal, Vatsal, Seth, Aaditeshwar
Land Use/Land Cover Classification
Budyko scatter reveals interactions between wildfire, land cover change
2026
Corak, Nicholas K., Barros, Ana P., Lowman, Lauren E.L.
Land Use/Land Cover Classification
Burning bans have altered burned area changes in China since 2003
2026
You, Chao, Wang, Jing, Dong, Xiao, Xu, Chao
Land Use/Land Cover Classification , Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
CADF-Net: A Conflict-Aware Adaptive Distillation Network for Fusing Multi-Source Land-Cover Products for Key Vegetation Classes in Cross-Border Regions
2026
Zhang, Yubo, Fu, Long, Li, Zehong, Yang, Yuanyuan, Chen, Hongbing, Zhang, Shuwen
Land Use/Land Cover Classification , Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
CLUES A Comprehensive Workflow for Integrating Geospatial Data in Biomedical Research
2026
Jentsch, Marcel, Polemiti, Elli, Renner, Paul, Hese, Soren, Schepanski, Kerstin, Eils, Roland, Marquand, Andre, Twardziok, Sven, Schumann, Gunter, Aden, Rieke, Agunbiade, Kofoworola, Andreassen, Ole A., Ask, Helga, Athanasiadis, Anastasios-Polykarpos, Banaschewski, Tobias, Bernas, Antoine, Bottger, Sarah J., Brandlistuen, Ragnhild, Calhoun, Vince D., Chang, Xiao, Chen, Di, Christmann, Nina, Claus, Isabelle, Clinton, Nicholas, Dai, Yuxiang, Desrivieres, Sylvane, Eiroa-Orosa, Francisco Jose, Feixas, Guillem, Fernandez-Cabello, Sara, Forstner, Andreas J., Gallego, Jaime, Heilmann-Heimbach, Stefanie, Heinz, Andreas, Hitchen, Esther, Hoffmann, Per, Holz, Nathalie, Itatani, Reiya, Janson, Karina, Jia, Tianye, Jirsa, Viktor, Kebir, Hedi, Kjelkenes, Rikka, Kohler, Vanessa, Lett, Tristram A., Li, Yuzhu, Mathey, Carina M., Meyer-Lindenberg, Andreas, Miller, Abigail J., Nees, Frauke, Neidhart, Maja, Novarino, Gaia, Nothen, Markus M., Ogoh, George, Patraskaki, Myrto, Pearmund, Charlie, Petkoski, Spase, Ralser, Markus, Rapp, Michael A., Roy, Jean-Charles, Schikowski, Tamara, Schmitt, Karen, Schwalber, Ameli, Schwarz, Emanuel, Schutz, Tatjana, Seefried, Beke, Serin, Emin, Slater, Mel, Sommer, Peter, Spanlang, Bernhard, Stahl, Bernd C., Taron, Ulrike H., Thompson, Paul, Tost, Heike, Tschorn, Mira, Vaidya, Nilakshi, van der Meer, Dennis, Walter, Henrik, Westlye, Lars T., Wilbertz, Johannes H., Xia, Yunman, Young, Allan H., Yu, Xinyang, Yuan, Jiacan, Zhang, Yanqing, Zhang, Zuo
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Co-occurrence patterns of malnutrition indicators among children in sub-Saharan Africa
2026
Seiler, Johannes, Muller, Benjamin, Gunther, Isabel, Wetscher, Mattias, Stauffer, Reto, Umlauf, Nikolaus, Harttgen, Kenneth
Land Use/Land Cover Classification
Coal plants persist as a large barrier to the global solar energy transition
2026
Song, Rui, Yin, Feng, Muller, Jan-Peter, Povey, Adam C., Swain, Basudev, Huang, Chenchen, Grainger, Roy G.
Aerosol Optical Depth/Thickness
Cold waves and Environmental Degradation: A Case Study of Tree Mortality in Sharbazher District of Sulaymaniyah Province
2026
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Combined effects of site and model parameterization for soil respiration components in a Canadian wildfire chronosequence
2026
Zobitz, John, Zhou, Xuan, Aaltonen, Heidi, Koster, Egle, Berninger, Frank, Pumpanen, Jukka, Koster, Kajar
Photosynthesis, Primary Production, Vegetation Productivity, Reflectance , Land Surface Temperature , Emissivity
Combined Retrieval of Cloud Parameters for TEMPO Measurements Over
2026
Fehr, Lukas, Bourassa, Adam, Degenstein, Doug, Zawada, Daniel, McLinden, Chris, Griffin, Debora, Nowlan, Caroline, Chong, Heesung, Wang, Huiqun
Atmospheric Radiation, Radiative Flux, Solar Irradiance, Cloud Top Pressure, Cloud Fraction, Albedo , Anisotropy, Reflectance
Comparative machine learning and deep learning approaches for
2026
Azizi, Mahan, Abbasi, Ali, Asli Charandabi, Mohammad Reza
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff , Reflectance , Emissivity
Comparison of Sentinel-2 and MODIS for estimating GPP along an ecosystem gradient in eastern Germany
2026
Sayeed, Mostafa, Ahmadpour, Somayeh, Trachte, Katja
Reflectance , Albedo , Anisotropy, Land Surface Temperature , Emissivity
Concurrent climate extremes and biological carryover effects dominate
2026
Luo, Yiting, Yang, Hui, Xu, Hao, Huntingford, Chris, Orth, Rene, Li, Xiangyi, Penuelas, Josep
Reflectance , Anisotropy